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Zhai, Y., Ong, Y.-S. & Tsang, I. W….
Category: 7. Maths
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Multimodal prototypical network for interpretable sentiment classification
Datasets and evaluation metrics
We evaluate MMPNet on two widely-adopted multimodal sentiment analysis benchmarks: CMU-MOSI49 and CMU-MOSEI50. Both datasets contain aligned multimodal sequences spanning text, visual, and audio modalities extracted…
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Dromion solutions for system of ion sound and Langmuir waves using truncated Painlevé approach
Assume the Ion Sound Langmuir system44 which is of the form,
$$\begin{aligned} {\left\{ \begin{array}{ll} \iota U_{t} + \frac{1}{2}U_{ss}-ZU = 0,\\ Z_{tt}-Z_{ss}-2(|U|^{2})_{ss}=0. \end{array}\right. } \end{aligned}$$
(2.1)
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An improved greedy equivalent search method based on relative entropy
The original greedy equivalent search
GES searches for the EC with the highest score in two phases (The consistency of GES relates to the nature of the perfect map and the consistency of the score (see54 for a detailed introduction), for detailed…
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Intelligent traffic light management using predictive and dynamic traffic flow analysis
The methodology incorporated here involves various steps like modelling flow of traffic based on various scenarios. Then data was collected based on different scenarios that was stored for further use. The methodology involved in the proposed…
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Dynamic small object feature enhancement and detection for remote sensing images
Experimental setup
Table 1 Training environment and hardware platform Parameters. As shown in Table 1, this study utilizes a hardware platform comprising an NVIDIA GeForce RTX 3090 GPU and an Intel Xeon Silver 4214R CPU (2.40 GHz), with the…
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A deep learning based framework for music-synchronized dance choreography with pose quantization and motion prediction for activity recognition
This section is divided into four main parts in the first part the detail about the AIST + + dataset is presented along with its associated difficulties. In the second part modified ViT is presented along with its mathematical details. This…
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Enhancing queries for code generation with reinforcement learning
Dale, R. GPT-3: What’s it good for?. Nat. Lang. Eng. 27(1), 113–118 (2021).
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Ni, A. et al. L2ceval: Evaluating language-to-code generation capabilities of large language…
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Global minimum time trajectory planning considering curvature and distance for track racing
In this section, the trajectory node coordinates will be expressed by boundary coordinates and variables a in “Notation of raceline points”; then the quadratic expression for distance factor and curvature factor of the trajectory will be…
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